/tmp/ipykernel_3329/4293058459.py:21: FutureWarning: The `inplace` parameter in pandas.Categorical.reorder_categories is deprecated and will be removed in a future version. Reordering categories will always return a new Categorical object.
Turtle 19 RDF/XML Syntax 18 unknown 4 OWL/XML Syntax 1 Name: syntax, dtype: int64
| count | mean | std | min | 25% | 50% | 75% | max | |
|---|---|---|---|---|---|---|---|---|
| AnnotationAssertion | 37 | 5355.285714 | 19151.883387 | 0.0 | 150.0 | 999.5 | 3312.50 | 124680.0 |
| Declaration | 37 | 1123.095238 | 3503.585709 | 0.0 | 58.5 | 250.5 | 877.00 | 22818.0 |
| SubClassOf | 35 | 1263.095238 | 3808.441797 | 0.0 | 13.0 | 244.5 | 1069.75 | 24611.0 |
| ObjectPropertyDomain | 33 | 27.880952 | 31.821302 | 0.0 | 6.0 | 22.0 | 27.50 | 133.0 |
| ObjectPropertyRange | 33 | 30.214286 | 33.275301 | 0.0 | 6.5 | 24.0 | 31.50 | 144.0 |
| DataPropertyRange | 29 | 11.261905 | 20.526080 | 0.0 | 0.0 | 2.5 | 10.75 | 97.0 |
| SubObjectPropertyOf | 27 | 39.904762 | 55.480961 | 0.0 | 0.0 | 12.0 | 55.00 | 214.0 |
| InverseObjectProperties | 27 | 11.738095 | 27.178775 | 0.0 | 0.0 | 2.0 | 10.50 | 126.0 |
| ClassAssertion | 26 | 157.119048 | 430.833067 | 0.0 | 0.0 | 2.0 | 39.00 | 1952.0 |
| DataPropertyDomain | 26 | 10.785714 | 36.708832 | 0.0 | 0.0 | 2.0 | 4.75 | 235.0 |
| DisjointClasses | 26 | 305.190476 | 1892.563731 | 0.0 | 0.0 | 2.5 | 15.25 | 12277.0 |
| EquivalentClasses | 23 | 59.190476 | 102.276821 | 0.0 | 0.0 | 5.0 | 66.75 | 395.0 |
| TransitiveObjectProperty | 21 | 3.119048 | 4.373994 | 0.0 | 0.0 | 0.5 | 5.00 | 15.0 |
| SubAnnotationPropertyOf | 17 | 11.166667 | 35.435215 | 0.0 | 0.0 | 0.0 | 13.00 | 228.0 |
| SubDataPropertyOf | 15 | 5.142857 | 11.993029 | 0.0 | 0.0 | 0.0 | 2.75 | 63.0 |
| FunctionalDataProperty | 15 | 1.190476 | 1.990687 | 0.0 | 0.0 | 0.0 | 2.00 | 8.0 |
| FunctionalObjectProperty | 15 | 2.142857 | 3.619537 | 0.0 | 0.0 | 0.0 | 2.75 | 11.0 |
| SymmetricObjectProperty | 14 | 2.714286 | 4.728150 | 0.0 | 0.0 | 0.0 | 4.25 | 16.0 |
| InverseFunctionalObjectProperty | 13 | 1.595238 | 3.231397 | 0.0 | 0.0 | 0.0 | 1.00 | 12.0 |
| AnnotationPropertyRangeOf | 13 | 6.309524 | 21.197662 | 0.0 | 0.0 | 0.0 | 1.00 | 134.0 |
| ObjectPropertyAssertion | 12 | 354.214286 | 1601.270449 | 0.0 | 0.0 | 0.0 | 2.00 | 10226.0 |
| IrrefexiveObjectProperty | 12 | 2.928571 | 6.134242 | 0.0 | 0.0 | 0.0 | 1.00 | 22.0 |
| AsymmetricObjectProperty | 10 | 2.285714 | 5.023291 | 0.0 | 0.0 | 0.0 | 0.00 | 16.0 |
| DisjointUnion | 7 | 6.071429 | 19.651094 | 0.0 | 0.0 | 0.0 | 0.00 | 116.0 |
| DataPropertyAssertion | 7 | 146.642857 | 584.884555 | 0.0 | 0.0 | 0.0 | 0.00 | 3617.0 |
| AnnotationPropertyDomain | 6 | 0.285714 | 0.994760 | 0.0 | 0.0 | 0.0 | 0.00 | 6.0 |
| EquivalentObjectProperties | 6 | 1.523810 | 5.781544 | 0.0 | 0.0 | 0.0 | 0.00 | 36.0 |
| DifferentIndividuals | 5 | 0.428571 | 1.364048 | 0.0 | 0.0 | 0.0 | 0.00 | 6.0 |
| DisjointObjectProperties | 5 | 0.476190 | 1.611515 | 0.0 | 0.0 | 0.0 | 0.00 | 8.0 |
| SubPropertyChainOf | 5 | 0.880952 | 2.898295 | 0.0 | 0.0 | 0.0 | 0.00 | 13.0 |
| ReflexiveObjectProperty | 5 | 0.119048 | 0.327770 | 0.0 | 0.0 | 0.0 | 0.00 | 1.0 |
| SameIndividual | 3 | 0.738095 | 2.980093 | 0.0 | 0.0 | 0.0 | 0.00 | 17.0 |
| NegativeObjectPropertyAssertion | 2 | 0.047619 | 0.215540 | 0.0 | 0.0 | 0.0 | 0.00 | 1.0 |
| Rule | 2 | 0.285714 | 1.366600 | 0.0 | 0.0 | 0.0 | 0.00 | 8.0 |
| EquivalentDataProperties | 2 | 0.214286 | 0.976198 | 0.0 | 0.0 | 0.0 | 0.00 | 5.0 |
| DatatypeDefinition | 2 | 0.476190 | 2.932061 | 0.0 | 0.0 | 0.0 | 0.00 | 19.0 |
| count | mean | std | min | 25% | 50% | 75% | max | |
|---|---|---|---|---|---|---|---|---|
| Class | 38 | 4493.214286 | 11870.124415 | 0.0 | 116.0 | 911.5 | 4932.00 | 70987.0 |
| ObjectUnionOf | 27 | 15.904762 | 23.308964 | 0.0 | 0.0 | 5.5 | 20.75 | 88.0 |
| ObjectAllValuesFrom | 25 | 32.023810 | 68.448481 | 0.0 | 0.0 | 5.5 | 39.50 | 400.0 |
| ObjectIntersectionOf | 22 | 37.642857 | 98.304113 | 0.0 | 0.0 | 1.0 | 19.75 | 470.0 |
| ObjectSomeValuesFrom | 22 | 150.547619 | 324.839713 | 0.0 | 0.0 | 6.0 | 115.00 | 1478.0 |
| ObjectExactCardinality | 20 | 8.190476 | 24.782210 | 0.0 | 0.0 | 0.0 | 3.75 | 115.0 |
| DataExactCardinality | 16 | 2.285714 | 3.896751 | 0.0 | 0.0 | 0.0 | 3.00 | 14.0 |
| DataHasValue | 14 | 34.214286 | 86.136176 | 0.0 | 0.0 | 0.0 | 7.00 | 494.0 |
| DataAllValuesFrom | 12 | 1.023810 | 2.005944 | 0.0 | 0.0 | 0.0 | 1.00 | 8.0 |
| ObjectComplementOf | 11 | 2.214286 | 5.172798 | 0.0 | 0.0 | 0.0 | 0.75 | 22.0 |
| ObjectOneOf | 10 | 17.761905 | 63.232752 | 0.0 | 0.0 | 0.0 | 0.00 | 272.0 |
| ObjectHasValue | 10 | 11.238095 | 37.361653 | 0.0 | 0.0 | 0.0 | 0.00 | 189.0 |
| ObjectMinCardinality | 9 | 0.976190 | 2.551787 | 0.0 | 0.0 | 0.0 | 0.00 | 11.0 |
| DataSomeValuesFrom | 7 | 0.619048 | 1.413392 | 0.0 | 0.0 | 0.0 | 0.00 | 4.0 |
| ObjectMaxCardinality | 5 | 22.238095 | 137.881853 | 0.0 | 0.0 | 0.0 | 0.00 | 894.0 |
| DataMinCardinality | 3 | 0.380952 | 2.163470 | 0.0 | 0.0 | 0.0 | 0.00 | 14.0 |
| DataMaxCardinality | 3 | 1.904762 | 9.704938 | 0.0 | 0.0 | 0.0 | 0.00 | 61.0 |
| ontology | score | score_dash | score_impact | |
|---|---|---|---|---|
| 24 | OBO | 0.345 | 0.571 | 0.119 |
| 13 | FOAF | 0.309 | 0.333 | 0.286 |
| 15 | IAO | 0.300 | 0.600 | 0.000 |
| 0 | AMONTOLOGY | 0.285 | 0.571 | 0.000 |
| 18 | MDO | 0.285 | 0.571 | 0.000 |
| 38 | enanomapper | 0.285 | 0.571 | 0.000 |
| 25 | OEO | 0.285 | 0.571 | 0.000 |
| 28 | PROVO | 0.276 | 0.504 | 0.048 |
| 8 | EMMO | 0.275 | 0.549 | 0.000 |
| 4 | CHAMEO | 0.275 | 0.549 | 0.000 |
| 29 | QUDT | 0.275 | 0.549 | 0.000 |
| 9 | EMMO_BattINFO | 0.275 | 0.549 | 0.000 |
| 11 | EMMO_crystallography | 0.275 | 0.549 | 0.000 |
| 3 | CCO | 0.252 | 0.504 | 0.000 |
| 31 | SEMMD | 0.252 | 0.504 | 0.000 |
| 10 | EMMO_atomistic | 0.252 | 0.504 | 0.000 |
| 12 | EMMO_mappings | 0.252 | 0.504 | 0.000 |
| 30 | SAREF | 0.241 | 0.482 | 0.000 |
| 22 | NPO | 0.234 | 0.467 | 0.000 |
| 26 | OM | 0.234 | 0.467 | 0.000 |
| 36 | UO | 0.234 | 0.467 | 0.000 |
| 6 | DEB | 0.234 | 0.467 | 0.000 |
| 34 | SP | 0.234 | 0.467 | 0.000 |
| 17 | MAMBO | 0.234 | 0.467 | 0.000 |
| 33 | SO | 0.234 | 0.467 | 0.000 |
| 23 | OA | 0.222 | 0.444 | 0.000 |
| 39 | mvc | 0.222 | 0.444 | 0.000 |
| 27 | PMD | 0.222 | 0.444 | 0.000 |
| 21 | MaterialsMine | 0.222 | 0.444 | 0.000 |
| 7 | DISO | 0.222 | 0.444 | 0.000 |
| 19 | MSEO | 0.222 | 0.444 | 0.000 |
| 14 | GPO | 0.222 | 0.444 | 0.000 |
| 20 | MatOnto | 0.222 | 0.444 | 0.000 |
| 37 | WILD | 0.200 | 0.400 | 0.000 |
| 40 | periodictable | 0.200 | 0.400 | 0.000 |
| 32 | SKOS_MDO | 0.200 | 0.400 | 0.000 |
| 35 | SSN | 0.189 | 0.378 | 0.000 |
| 41 | ssos | 0.155 | 0.311 | 0.000 |
| 16 | LPBFO | 0.000 | 0.000 | 0.000 |
| 5 | CIF | 0.000 | 0.000 | 0.000 |
| 2 | BWMD-MID | 0.000 | 0.000 | 0.000 |
| 1 | BWMD-DOMAIN | 0.000 | 0.000 | 0.000 |
| count | mean | std | min | 25% | 50% | 75% | max | |
|---|---|---|---|---|---|---|---|---|
| score | 42.0 | 0.222667 | 0.081261 | 0.0 | 0.222 | 0.234 | 0.27500 | 0.345 |
| score_dash | 42.0 | 0.434405 | 0.156805 | 0.0 | 0.444 | 0.467 | 0.53775 | 0.600 |
| score_impact | 42.0 | 0.010786 | 0.047723 | 0.0 | 0.000 | 0.000 | 0.00000 | 0.286 |